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Ranking > Complete Ranking

DB-Engines Ranking

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The DB-Engines Ranking ranks database management systems according to their popularity. The ranking is updated monthly.

Read more about the method of calculating the scores.

429 systems in ranking, March 2026
RankDBMSDatabase ModelScore
Mar
2026		Feb
2026		Mar
2025		Mar
2026		Feb
2026		Mar
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1182.46-21.05-70.62
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		858.34-9.88-129.79
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		711.47+3.33-76.67
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		680.08+8.05+16.66
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		383.58+4.85-12.85
6.6.6.SnowflakeRelational211.24+3.10+49.46
7.up arrow 8.up arrow 13.DatabricksMulti-model infoDocument store
Relational DBMS		145.81+1.29+49.80
8.down arrow 7.down arrow 7.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		145.19-1.85-10.17
9.9.9.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		111.38+0.16-15.19
10.10.down arrow 8.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		103.58-2.88-27.80
11.11.11.Apache CassandraWide column, Multi-model infoWide column store
Vector DBMS		101.88+0.28-4.78
12.12.down arrow 10.SQLiteRelational95.97-3.22-17.11
13.13.up arrow 14.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		87.00+0.91-7.23
14.14.up arrow 17.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		73.92+0.26+0.01
15.up arrow 16.up arrow 18.Apache HiveRelational72.95-0.05+2.87
16.down arrow 15.down arrow 15.SplunkSearch engine72.21-0.84-6.66
17.17.down arrow 12.Microsoft AccessRelational67.56-1.90-29.15
18.18.down arrow 16.Amazon DynamoDBMulti-model infoDocument store
Key-value store		65.42-2.46-11.16
19.19.19.Google BigQueryRelational55.82-3.76-2.14
20.20.20.Neo4jGraph47.32-1.94+1.17
21.21.up arrow 24.Apache SolrSearch engine, Multi-model infoSearch engine
Spatial DBMS		32.79-0.48+0.12
22.up arrow 23.22.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.09+0.34-2.18
23.down arrow 22.23.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.08-1.36-2.96
24.24.down arrow 21.FileMakerRelational29.31-0.88-9.74
25.25.25.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS
Spatial DBMS		25.53-0.65-3.47
26.26.up arrow 27.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		22.75-1.13+0.48
27.up arrow 29.up arrow 30.Apache Spark (SQL)Relational22.07+0.17+2.31
28.28.up arrow 31.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		22.01-0.35+3.40
29.down arrow 27.29.PostGISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		21.88-0.69+1.91
30.30.down arrow 28.InfluxDBTime Series, Multi-model infoTime Series DBMS
Spatial DBMS		20.74-0.74-0.76
31.31.up arrow 32.OpenSearchMulti-model infoSearch engine
Vector DBMS
Vector DBMS		20.27+0.23+3.30
32.32.down arrow 26.Apache HBaseWide column19.18+0.84-4.90
33.33.33.FirebirdRelational17.44+0.31+0.61
34.34.up arrow 38.Microsoft Azure Synapse AnalyticsRelational15.98+0.16+1.79
35.up arrow 47.Microsoft FabricRelational15.12+6.73
36.up arrow 37.up arrow 39.Firebase Realtime DatabaseDocument15.11+0.83+1.63
37.down arrow 35.37.Amazon RedshiftRelational14.25-0.53-0.32
38.up arrow 39.down arrow 35.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.78+0.32-1.71
39.down arrow 36.down arrow 34.MemcachedKey-value13.68-0.92-2.10
40.down arrow 38.40.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		12.67-0.94+1.08
41.down arrow 40.41.Apache FlinkRelational10.25-1.37-1.07
42.down arrow 41.down arrow 36.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		10.15-0.64-4.90
43.down arrow 42.up arrow 51.DuckDBRelational9.41-0.57+2.70
44.down arrow 43.up arrow 47.Google Cloud FirestoreDocument9.29-0.06+2.18
45.down arrow 44.down arrow 44.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.16-0.13+1.17
46.46.up arrow 54.PrometheusTime Series8.71+0.11+2.33
47.down arrow 45.down arrow 42.VerticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		8.39-0.32-1.75
48.48.up arrow 81.PineconeVector7.74-0.32+4.57
49.up arrow 51.up arrow 50.H2Relational, Multi-model infoRelational DBMS
Spatial DBMS		7.56+0.13+0.62
50.down arrow 49.down arrow 43.dBASERelational7.51-0.35-0.76
51.down arrow 50.down arrow 48.KdbMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		7.41-0.21+0.32
52.52.down arrow 49.etcdKey-value7.11-0.32+0.03
53.53.up arrow 59.AlgoliaSearch engine6.96-0.35+1.50
54.54.up arrow 62.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		6.84-0.18+1.72
55.up arrow 57.down arrow 52.RealmDocument6.54-0.08-0.09
56.up arrow 58.down arrow 53.NetezzaRelational6.28-0.20-0.17
57.up arrow 59.up arrow 61.Microsoft Azure AI SearchSearch engine, Multi-model infoSearch engine
Vector DBMS		6.28-0.14+1.12
58.down arrow 55.down arrow 45.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.26-0.44-1.57
59.down arrow 56.down arrow 46.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.05-0.61-1.29
60.up arrow 62.up arrow 91.MilvusVector6.02+0.29+3.25
61.61.down arrow 56.SphinxSearch engine5.80-0.02-0.01
62.down arrow 60.down arrow 55.PrestoRelational5.79-0.06-0.33
63.63.up arrow 73.TimescaleDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		5.42-0.18+1.93
64.up arrow 65.up arrow 112.QdrantVector4.79-0.06+2.76
65.down arrow 64.down arrow 58.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.76-0.58-0.71
66.up arrow 71.up arrow 106.DolphinDBMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		4.58+0.46+2.28
67.67.down arrow 57.Oracle EssbaseRelational4.54-0.16-0.95
68.down arrow 66.up arrow 137.WeaviateVector4.52-0.22+2.94
69.down arrow 68.down arrow 63.GraphiteTime Series4.51-0.11-0.06
70.down arrow 69.up arrow 72.ScyllaDB detailed informationDetailed vendor-provided information availableWide column, Multi-model infoWide column store
Key-value store		4.43-0.06+0.82
71.up arrow 72.down arrow 68.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		4.02-0.08+0.02
72.down arrow 70.down arrow 65.CockroachDB detailed informationDetailed vendor-provided information availableMulti-model infoMulti-Model DBMS
Relational DBMS
CockroachDB supports relational, semi-structured JSON/document, vector/embedding, geospatial, and typed categorical/enumeration data, all exposed via SQL, on the same strongly consistent, globally distributed data platform.		3.81-0.39-0.59
73.up arrow 74.up arrow 84.QuestDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		3.66+0.01+0.57
74.up arrow 75.down arrow 67.Apache JackrabbitContent3.60-0.05-0.60
75.up arrow 83.down arrow 70.Google Cloud DatastoreDocument3.57+0.13-0.21
76.up arrow 77.up arrow 89.Apache DruidMulti-model infoRelational DBMS
Time Series DBMS		3.50-0.07+0.71
77.up arrow 80.down arrow 74.OpenEdgeRelational3.47-0.01-0.01
78.down arrow 73.down arrow 60.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.45-0.21-1.77
79.up arrow 82.up arrow 88.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.44-0.03+0.57
80.up arrow 84.up arrow 82.RocksDBKey-value3.42+0.03+0.27
81.down arrow 79.down arrow 75.InterbaseRelational3.41-0.09-0.03
82.down arrow 76.down arrow 69.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.37-0.25-0.52
83.up arrow 85.down arrow 71.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS		3.35+0.02-0.39
84.up arrow 90.up arrow 166.Alibaba Cloud PolarDBRelational3.30+0.34+2.12
85.down arrow 78.down arrow 83.SAP SQL AnywhereRelational3.26-0.28+0.13
86.up arrow 89.down arrow 66.EhcacheKey-value3.16+0.12-1.07
87.87.down arrow 77.Riak KVKey-value3.14-0.07-0.25
88.down arrow 81.down arrow 79.IngresRelational3.14-0.34-0.18
89.down arrow 88.down arrow 76.Apache DerbyRelational3.12-0.04-0.30
90.down arrow 86.down arrow 87.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.11-0.11+0.17
91.up arrow 93.down arrow 78.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.02+0.12-0.32
92.down arrow 91.up arrow 93.Google Cloud SpannerRelational2.86-0.06+0.15
93.up arrow 95.down arrow 86.Apache IgniteMulti-model infoKey-value store
Relational DBMS		2.85+0.01-0.14
94.down arrow 92.down arrow 90.AdabasMultivalue2.82-0.10+0.04
95.up arrow 99.up arrow 97.Microsoft Azure Table StorageWide column2.76-0.03+0.10
96.up arrow 100.down arrow 64.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.76+0.06-1.76
97.down arrow 96.down arrow 80.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.74-0.11-0.46
98.down arrow 94.up arrow 120.ChromaVector2.72-0.17+0.84
99.down arrow 98.up arrow 100.GemFireKey-value, Multi-model infoKey-value store
Document store		2.70-0.12+0.19
100.up arrow 101.down arrow 85.HyperSQLRelational2.61-0.04-0.42
101.up arrow 102.down arrow 95.Google Cloud BigtableMulti-model infoKey-value store
Wide column store		2.55-0.02-0.12
102.up arrow 103.down arrow 92.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.53-0.03-0.19
103.up arrow 106.down arrow 101.IBM CloudantDocument2.50-0.01+0.01
104.up arrow 105.down arrow 102.Apache AccumuloWide column2.48-0.05+0.05
105.down arrow 104.up arrow 108.CoveoSearch engine2.47-0.08+0.20
106.up arrow 108.down arrow 96.Apache Jena - TDBRDF2.47-0.04-0.19
107.107.down arrow 94.GraphDBMulti-model infoGraph DBMS
RDF store		2.42-0.09-0.26
108.up arrow 109.up arrow 111.Amazon NeptuneMulti-model infoGraph DBMS
RDF store		2.38-0.07+0.31
109.down arrow 97.down arrow 105.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.35-0.48+0.02
110.110.down arrow 99.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.35-0.03-0.19
111.111.down arrow 103.SAP IQRelational2.33-0.040.00
112.112.up arrow 174.ValkeyKey-value2.33+0.03+1.26
113.up arrow 125.up arrow 127.TDengineTime Series, Multi-model infoTime Series DBMS
Relational DBMS		2.27+0.32+0.51
114.down arrow 113.down arrow 104.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.25-0.03-0.08
115.down arrow 114.up arrow 119.CitusRelational, Multi-model infoRelational DBMS
Document store		2.23-0.02+0.29
116.down arrow 115.up arrow 139.NebulaGraphGraph2.12-0.09+0.57
117.down arrow 116.up arrow 122.Apache PhoenixRelational2.11-0.06+0.27
118.118.up arrow 121.4DRelational2.05-0.04+0.18
119.119.down arrow 107.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.04-0.03-0.25
120.up arrow 121.up arrow 126.CloudKitDocument2.03-0.02+0.25
121.down arrow 120.down arrow 109.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		1.98-0.08-0.24
122.up arrow 133.up arrow 148.GBaseRelational1.95+0.11+0.55
123.down arrow 122.down arrow 118.Percona Server for MySQLRelational1.95-0.02+0.01
124.124.124.LMDBKey-value1.95-0.01+0.14
125.down arrow 117.down arrow 115.UniData,UniVerseMultivalue1.93-0.22-0.05
126.126.down arrow 98.MemgraphGraph1.93-0.02-0.68
127.up arrow 131.down arrow 116.PouchDBDocument1.91+0.03-0.04
128.down arrow 127.down arrow 113.InfinispanKey-value1.89-0.05-0.12
129.down arrow 128.down arrow 128.Amazon DocumentDBDocument1.89-0.02+0.13
130.130.130.JanusGraphGraph1.87-0.02+0.14
131.down arrow 129.down arrow 110.LevelDBKey-value1.87-0.03-0.28
132.down arrow 123.up arrow 152.VictoriaMetrics detailed informationDetailed vendor-provided information availableTime Series1.84-0.13+0.46
133.down arrow 132.up arrow 135.Amazon CloudSearchSearch engine1.83-0.02+0.22
134.134.down arrow 117.MaxDBRelational1.80-0.04-0.15
135.135.down arrow 123.Apache DrillMulti-model infoDocument store
Relational DBMS		1.77-0.06-0.05
136.up arrow 137.136.StardogMulti-model infoGraph DBMS
RDF store		1.74-0.02+0.14
137.down arrow 136.up arrow 145.Apache IoTDBTime Series1.72-0.05+0.28
138.138.down arrow 131.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.70-0.04+0.04
139.up arrow 141.down arrow 132.Oracle CoherenceKey-value1.68-0.01+0.02
140.140.up arrow 150.TigerGraphGraph1.64-0.06+0.25
141.up arrow 142.down arrow 138.SpatiaLiteSpatial, Multi-model infoSpatial DBMS
Relational DBMS		1.62-0.06+0.06
142.up arrow 143.down arrow 129.Oracle Berkeley DBMulti-model infoKey-value store
Native XML DBMS		1.62-0.03-0.12
143.up arrow 148.143.DatomicRelational1.61+0.04+0.13
144.144.down arrow 140.RRDtoolTime Series1.58-0.05+0.04
145.up arrow 147.down arrow 134.Amazon SimpleDBKey-value1.56-0.04-0.05
146.up arrow 149.down arrow 142.EXASOLRelational1.56+0.00+0.06
147.down arrow 145.up arrow 181.StarRocksRelational1.53-0.10+0.52
148.up arrow 154.down arrow 125.IMSNavigational1.53+0.06-0.26
149.down arrow 146.up arrow 153.BaseXNative XML1.52-0.08+0.14
150.up arrow 155.up arrow 192.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51+0.05+0.58
151.down arrow 139.up arrow 185.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51-0.22+0.52
152.down arrow 150.down arrow 114.GridDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS
Key-value store
Relational DBMS		1.51-0.03-0.48
153.153.down arrow 133.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.48+0.01-0.13
154.down arrow 152.down arrow 146.OpenTSDBTime Series1.48-0.03+0.06
155.down arrow 151.up arrow 163.MeilisearchMulti-model infoSearch engine
Vector DBMS		1.47-0.06+0.27
156.156.down arrow 141.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.46+0.05-0.05
157.up arrow 159.up arrow 202.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.44+0.07+0.61
158.down arrow 157.up arrow 183.SurrealDBMulti-model infoDocument store
Graph DBMS		1.41+0.03+0.42
159.up arrow 160.down arrow 147.jBASEMultivalue1.36+0.01-0.05
160.up arrow 162.down arrow 156.GridGainMulti-model infoColumnar
Key-value store
Object oriented DBMS
Relational DBMS		1.32-0.02+0.00
161.161.down arrow 154.GeodeKey-value1.32-0.03-0.03
162.up arrow 163.down arrow 149.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.32+0.00-0.08
163.up arrow 168.down arrow 159.Amazon TimestreamTime Series1.26+0.00+0.02
164.up arrow 165.down arrow 162.DgraphGraph1.26-0.04+0.04
165.up arrow 169.down arrow 161.VoltDBRelational1.250.00+0.02
166.up arrow 167.down arrow 157.Actian NoSQL DatabaseObject oriented1.25-0.01-0.03
167.down arrow 166.down arrow 144.EmpressRelational1.24-0.02-0.21
168.down arrow 164.168.HFSQLRelational1.23-0.09+0.07
169.up arrow 173.up arrow 172.ObjectBoxMulti-model infoObject oriented DBMS
Vector DBMS
Time Series DBMS		1.23+0.04+0.13
170.up arrow 171.170.MnesiaDocument1.22+0.02+0.07
171.up arrow 175.down arrow 151.D3Multivalue1.20+0.04-0.18
172.up arrow 177.down arrow 164.HEAVY.AIRelational, Multi-model infoRelational DBMS
Spatial DBMS		1.19+0.030.00
173.down arrow 158.down arrow 155.TiberoRelational1.17-0.20-0.16
174.down arrow 170.down arrow 167.IBM Db2 warehouseRelational1.17-0.050.00
175.down arrow 172.down arrow 160.Db4oObject oriented1.16-0.02-0.08
176.down arrow 174.176.Apache KylinRelational1.15-0.01+0.10
177.down arrow 176.down arrow 165.ObjectStoreObject oriented1.13-0.04-0.06
178.up arrow 179.down arrow 173.LiteDBDocument1.12-0.02+0.03
179.down arrow 178.up arrow 188.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.12-0.04+0.14
180.up arrow 181.up arrow 205.TypesenseSearch engine1.11-0.01+0.30
181.up arrow 185.up arrow 186.Amazon KeyspacesWide column1.09-0.01+0.11
182.up arrow 186.down arrow 169.TimesTenRelational1.090.00-0.06
183.down arrow 180.down arrow 178.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.09-0.05+0.04
184.184.up arrow 187.SQLBaseRelational1.08-0.02+0.10
185.down arrow 183.down arrow 182.DatameerDocument1.07-0.03+0.08
186.down arrow 182.up arrow 194.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.07-0.04+0.14
187.187.down arrow 175.GiraphGraph1.05-0.02-0.02
188.188.up arrow 198.NonStop SQLRelational1.05+0.02+0.14
189.189.up arrow 199.Alibaba Cloud MaxComputeRelational0.95-0.05+0.05
190.up arrow 193.190.Oracle RdbRelational0.95+0.01-0.01
191.191.up arrow 196.GT.MKey-value0.93-0.01+0.02
192.up arrow 196.up arrow 197.DataEaseRelational0.93+0.01+0.01
193.down arrow 192.up arrow 211.VespaMulti-model infoSearch engine
Vector DBMS		0.93-0.02+0.17
194.up arrow 205.ArcTime Series0.92+0.10
195.195.down arrow 189.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.910.00-0.05
196.down arrow 190.down arrow 193.Apache HAWQRelational0.91-0.04-0.02
197.up arrow 203.up arrow 219.XapianSearch engine0.90+0.08+0.21
198.down arrow 194.down arrow 158.mSQLRelational0.89-0.05-0.38
199.up arrow 201.down arrow 191.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.88+0.03-0.07
200.200.up arrow 222.DoltRelational, Multi-model infoRelational DBMS
Document store		0.88+0.02+0.22
201.up arrow 202.201.CubridRelational0.87+0.01-0.03
202.down arrow 198.down arrow 200.M3DBTime Series0.84-0.03-0.06
203.down arrow 197.down arrow 171.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.84-0.03-0.31
204.up arrow 210.up arrow 230.SednaNative XML0.83+0.06+0.21
205.down arrow 199.down arrow 179.FireboltRelational0.82-0.04-0.20
206.206.up arrow 210.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.80+0.00+0.04
207.up arrow 208.down arrow 203.AltibaseRelational0.80+0.02-0.03
208.down arrow 204.up arrow 209.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.79-0.03+0.03
209.down arrow 207.down arrow 206.NuoDBRelational0.790.00-0.01
210.up arrow 220.down arrow 195.IDMSNavigational0.78+0.07-0.15
211.211.up arrow 212.GeoMesaSpatial0.76-0.01+0.01
212.212.up arrow 217.SciDBMultivalue0.73-0.04+0.03
213.213.down arrow 177.ZODBKey-value0.72-0.04-0.32
214.214.down arrow 204.InfobrightRelational0.72-0.03-0.09
215.215.down arrow 213.BlazegraphMulti-model infoGraph DBMS
RDF store		0.72-0.02-0.01
216.216.down arrow 214.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.72-0.01-0.01
217.up arrow 219.down arrow 216.YellowbrickRelational0.71-0.01-0.01
218.down arrow 209.up arrow 264.Apache SedonaSpatial0.70-0.07+0.31
219.down arrow 218.down arrow 184.MatrixOneRelational0.70-0.02-0.29
220.down arrow 217.down arrow 207.BigchainDBDocument0.70-0.02-0.08
221.221.down arrow 215.Model 204Multivalue0.69-0.01-0.03
222.222.down arrow 218.KeyDBKey-value0.68-0.02-0.02
223.up arrow 229.up arrow 226.RisingWaveRelational0.65+0.03+0.00
224.down arrow 223.down arrow 221.eXist-dbNative XML0.64-0.03-0.03
225.down arrow 224.down arrow 208.RDF4JRDF0.64-0.02-0.13
226.down arrow 225.down arrow 220.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.63-0.02-0.04
227.down arrow 226.up arrow 262.Apache PinotRelational0.62-0.02+0.23
228.228.down arrow 225.Datacom/DBRelational0.62-0.01-0.03
229.down arrow 227.down arrow 224.Actian VectorRelational0.62-0.02-0.04
230.up arrow 233.down arrow 229.TypeDBMulti-model infoGraph DBMS
Object oriented DBMS
Relational DBMS		0.62+0.02-0.02
231.up arrow 247.up arrow 236.KairosDBTime Series0.60+0.07+0.02
232.down arrow 230.down arrow 223.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.60-0.02-0.06
233.down arrow 231.up arrow 237.DBISAMRelational0.59-0.02+0.03
234.down arrow 232.234.Objectivity/DBObject oriented0.59-0.020.00
235.up arrow 244.up arrow 248.Percona Server for MongoDBDocument0.58+0.04+0.10
236.down arrow 234.down arrow 227.BoltDBKey-value0.58-0.01-0.07
237.down arrow 236.down arrow 235.R:BASERelational0.57+0.00-0.01
238.up arrow 242.up arrow 240.Graph EngineMulti-model infoGraph DBMS
Key-value store		0.56+0.01+0.04
239.down arrow 235.down arrow 238.1010dataRelational0.56-0.02+0.01
240.up arrow 241.down arrow 228.SQream DBRelational0.55-0.01-0.09
241.down arrow 240.down arrow 232.FrontBaseRelational0.54-0.02-0.06
242.up arrow 243.up arrow 243.DragonflyKey-value0.540.00+0.04
243.up arrow 245.down arrow 239.Splice MachineRelational0.53+0.00-0.01
244.down arrow 238.down arrow 233.solidDBRelational0.53-0.03-0.06
245.down arrow 239.up arrow 259.Alibaba Cloud Log ServiceSearch engine0.53-0.04+0.13
246.246.down arrow 231.ObjectDBObject oriented0.52-0.01-0.09
247.down arrow 237.down arrow 180.eXtremeDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.51-0.05-0.49
248.up arrow 250.up arrow 254.ITTIATime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.500.00+0.05
249.249.up arrow 271.PerstObject oriented0.49-0.02+0.14
251.251.up arrow 252.KineticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		0.49-0.01+0.03
252.up arrow 255.down arrow 249.MapDBKey-value0.47+0.04+0.01
253.253.down arrow 242.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.46-0.02-0.05
254.down arrow 252.down arrow 250.NexusDBRelational0.46-0.020.00
255.down arrow 254.down arrow 244.atotiObject oriented0.44-0.01-0.05
256.up arrow 279.up arrow 260.AlaSQLMulti-model infoDocument store
Relational DBMS		0.44+0.10+0.04
257.up arrow 277.up arrow 258.LokiJSDocument0.43+0.08+0.02
258.up arrow 259.down arrow 247.WebSphere eXtreme ScaleKey-value0.42+0.00-0.06
259.up arrow 261.down arrow 246.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.07
260.down arrow 258.down arrow 256.ScalarisKey-value0.41-0.01-0.02
261.down arrow 248.up arrow 265.ScaleArcRelational0.41-0.10+0.02
262.up arrow 269.down arrow 245.HarperDocument0.40+0.03-0.09
263.down arrow 256.up arrow 272.Kyligence EnterpriseRelational0.40-0.03+0.06
264.down arrow 257.down arrow 251.Apache DorisRelational0.39-0.03-0.07
265.down arrow 262.down arrow 253.GemStone/SObject oriented0.390.00-0.06
266.up arrow 267.down arrow 263.OpenInsightMultivalue0.39+0.000.00
267.down arrow 260.up arrow 300.RaptorDBDocument0.39-0.03+0.15
268.down arrow 266.up arrow 281.ElassandraWide column, Multi-model infoWide column store
Search engine		0.390.00+0.09
269.up arrow 273.up arrow 277.Cloudflare Workers KVKey-value0.38+0.02+0.07
270.down arrow 263.down arrow 257.VistaDBRelational0.38-0.02-0.05
271.down arrow 264.up arrow 304.Alibaba Cloud TSDBTime Series0.37-0.03+0.14
272.down arrow 271.down arrow 270.Deep LakeVector0.37-0.01+0.00
273.down arrow 272.up arrow 276.MarqoSearch engine0.36-0.01+0.03
274.down arrow 265.down arrow 268.HibariKey-value0.36-0.04-0.02
275.down arrow 268.down arrow 241.SQL.JSRelational0.35-0.03-0.18
276.down arrow 274.down arrow 275.Comdb2Relational0.35+0.00+0.01
277.down arrow 275.up arrow 287.CnosDBTime Series0.34-0.01+0.06
278.down arrow 276.down arrow 267.RasdamanMultivalue0.33-0.01-0.05
279.up arrow 280.down arrow 255.Northgate RealityMultivalue0.32-0.01-0.13
280.down arrow 278.down arrow 274.SearchBloxSearch engine0.31-0.03-0.02
281.281.down arrow 269.SequoiadbMulti-model infoDocument store
Relational DBMS		0.30-0.02-0.06
282.up arrow 286.down arrow 266.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.30+0.01-0.09
283.up arrow 307.283.LeanXcaleMulti-model infoKey-value store
Relational DBMS		0.29+0.08+0.01
284.284.up arrow 295.InfiniteGraphGraph0.29+0.01+0.04
285.up arrow 294.up arrow 290.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.29+0.04+0.02
286.up arrow 289.down arrow 280.Actian PSQLRelational0.29+0.01-0.01
287.down arrow 285.down arrow 284.StarcounterObject oriented0.28+0.000.00
288.down arrow 283.down arrow 261.FlureeGraph0.28-0.01-0.11
289.down arrow 282.up arrow 293.DatabendRelational0.28-0.02+0.02
290.down arrow 287.down arrow 285.StrabonRDF0.280.000.00
291.up arrow 295.up arrow 320.PipelineDBRelational0.27+0.02+0.09
292.down arrow 291.up arrow 309.Mimer SQLRelational0.26-0.01+0.06
293.up arrow 323.down arrow 273.ImmudbKey-value, Multi-model infoKey-value store
Relational DBMS		0.25+0.08-0.08
294.down arrow 288.up arrow 326.Valentina ServerRelational0.25-0.03+0.09
295.down arrow 290.down arrow 282.ModeShapeContent0.25-0.02-0.04
296.down arrow 293.up arrow 297.BrytlytRelational0.25+0.000.00
297.down arrow 292.down arrow 288.Project VoldemortKey-value0.25-0.01-0.03
298.down arrow 296.298.ValdVector0.23-0.01-0.01
299.up arrow 300.down arrow 294.Manticore SearchSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.23+0.00-0.02
300.up arrow 318.up arrow 344.Kyoto TycoonKey-value0.23+0.06+0.14
301.down arrow 297.up arrow 305.RedStoreRDF0.23+0.00+0.01
302.down arrow 298.up arrow 313.PieCloudDBRelational0.230.00+0.04
303.down arrow 299.down arrow 291.RDFoxMulti-model infoGraph DBMS
RDF store
Relational DBMS		0.22-0.01-0.04
304.down arrow 302.up arrow 325.FalkorDBGraph0.220.00+0.07
305.up arrow 314.down arrow 278.OpenQMMultivalue0.22+0.04-0.08
306.down arrow 304.up arrow 314.XTDBDocument0.22+0.00+0.03
307.down arrow 303.down arrow 301.YTsaurusMulti-model infoDocument store
Key-value store		0.220.00-0.01
308.down arrow 306.down arrow 306.Actian FastObjectsObject oriented0.22+0.000.00
309.down arrow 301.down arrow 279.4storeRDF0.21-0.01-0.09
310.down arrow 305.down arrow 292.FeatureBaseRelational0.210.00-0.05
311.down arrow 308.down arrow 289.Raima Database ManagerMulti-model infoRelational DBMS
Time Series DBMS		0.21-0.01-0.06
312.down arrow 311.up arrow 340.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Time Series DBMS		0.21+0.01+0.10
313.down arrow 309.down arrow 308.AnzoGraph DBMulti-model infoGraph DBMS
RDF store		0.20-0.01-0.01
314.down arrow 312.up arrow 324.NEventStoreEvent0.200.00+0.04
315.up arrow 320.up arrow 349.Tokyo TyrantKey-value0.19+0.01+0.11
316.down arrow 310.down arrow 310.Faircom DBMulti-model infoKey-value store
Relational DBMS		0.18-0.02-0.02
317.down arrow 313.down arrow 299.MyScaleMulti-model infoRelational DBMS
Vector DBMS		0.18-0.01-0.07
318.down arrow 315.down arrow 312.YottaDBKey-value, Multi-model infoKey-value store
Relational DBMS		0.18+0.00-0.02
319.down arrow 316.down arrow 307.AxibaseTime Series0.18+0.00-0.04
320.down arrow 319.up arrow 323.TransLatticeRelational0.18+0.000.00
321.up arrow 322.up arrow 337.Warp 10Time Series0.17+0.00+0.05
322.down arrow 321.322.Tibco ComputeDBRelational0.17-0.01-0.01
323.down arrow 317.down arrow 303.RedlandRDF0.16-0.02-0.06
324.up arrow 350.down arrow 321.LovefieldRelational0.15+0.08-0.03
325.up arrow 326.up arrow 332.BigObjectRelational0.15+0.00+0.01
326.down arrow 324.down arrow 311.IBM Db2 Event StoreMulti-model infoEvent Store
Time Series DBMS		0.150.00-0.05
327.up arrow 328.up arrow 330.XtremeDataRelational0.15+0.000.00
328.down arrow 327.down arrow 286.TajoRelational0.140.00-0.13
329.329.down arrow 317.EsgynDBRelational0.14+0.00-0.04
330.330.up arrow 332.ElevateDBRelational0.14+0.000.00
331.down arrow 325.down arrow 319.Alibaba Cloud Table StoreWide column0.13-0.02-0.05
332.down arrow 331.down arrow 318.Riak TSTime Series0.130.00-0.05
333.down arrow 332.down arrow 296.Apache HugeGraphGraph0.130.00-0.12
334.up arrow 335.down arrow 315.UltipaGraph0.12+0.00-0.07
335.down arrow 334.down arrow 331.QuasardbTime Series0.120.00-0.02
336.down arrow 333.down arrow 334.HyperGraphDBGraph0.12-0.01-0.02
337.337.up arrow 343.MulgaraRDF0.12+0.00+0.03
338.down arrow 336.down arrow 316.AgensGraphMulti-model infoGraph DBMS
Relational DBMS		0.11-0.01-0.08
339.339.up arrow 394.LinterRelational, Multi-model infoRelational DBMS
Spatial DBMS		0.11+0.00+0.11
340.down arrow 338.down arrow 327.FlockDBGraph0.11-0.01-0.05
341.down arrow 340.down arrow 302.BadgerKey-value0.100.00-0.12
342.up arrow 347.up arrow 389.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.10+0.02+0.09
342.342.342.SparkseeGraph0.10+0.00+0.00
344.up arrow 345.down arrow 329.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.10+0.01-0.05
345.down arrow 343.down arrow 336.GreptimeDBMulti-model infoTime Series, Observability
Time Series DBMS		0.10+0.00-0.04
346.down arrow 341.down arrow 345.GraphBaseGraph0.10-0.01+0.01
347.down arrow 344.down arrow 328.SpeedbKey-value0.090.00-0.06
348.down arrow 346.down arrow 338.chDBRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.09+0.01-0.02
349.up arrow 356.down arrow 346.BluefloodTime Series0.09+0.03+0.00
350.down arrow 348.VictoriaLogs detailed informationDetailed vendor-provided information availableSearch engine0.08+0.00
351.down arrow 349.up arrow 355.ExorbyteSearch engine0.08+0.00+0.01
352.up arrow 386.up arrow 362.TransbaseRelational0.07+0.07+0.03
353.down arrow 352.down arrow 351.SiteWhereTime Series0.07+0.000.00
354.down arrow 353.down arrow 339.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.07+0.00-0.04
355.down arrow 354.up arrow 359.ScaleOut StateServerKey-value0.07+0.00+0.02
356.down arrow 355.356.CubicWebRDF0.070.00+0.00
357.down arrow 351.down arrow 335.EJDBDocument0.06-0.01-0.08
358.down arrow 356.down arrow 357.EllipticsKey-value0.06+0.000.00
359.up arrow 384.up arrow 392.LedisDBKey-value0.05+0.05+0.05
360.down arrow 359.down arrow 350.KuzuGraph0.05+0.00-0.02
361.down arrow 358.361.SenseiDBDocument0.05+0.000.00
362.up arrow 386.up arrow 368.VelocityDBMulti-model infoGraph DBMS
Object oriented DBMS		0.05+0.05+0.01
363.down arrow 360.down arrow 347.Machbase NeoTime Series0.04+0.00-0.05
363.down arrow 360.up arrow 364.NosDBDocument0.04+0.000.00
363.down arrow 360.up arrow 370.STSdbKey-value0.04+0.00+0.01
366.down arrow 365.up arrow 394.IndicaSearch engine0.04+0.00+0.04
367.down arrow 366.up arrow 369.WakandaDBObject oriented0.03+0.00+0.00
368.down arrow 367.down arrow 341.JadeObject oriented0.030.00-0.06
369.down arrow 364.up arrow 394.Sadas EngineRelational0.03-0.01+0.03
370.down arrow 368.up arrow 372.JethroDataRelational0.03+0.000.00
371.down arrow 363.up arrow 377.Faircom EDGEMulti-model infoKey-value store
Relational DBMS		0.03-0.01+0.01
372.down arrow 369.up arrow 373.HeroicTime Series0.02+0.000.00
373.down arrow 370.up arrow 384.Hawkular MetricsTime Series0.02+0.00+0.01
374.up arrow 386.up arrow 386.SiriDBTime Series0.02+0.02+0.01
375.down arrow 371.down arrow 352.TinkerGraphGraph0.020.00-0.05
376.down arrow 372.down arrow 348.OpenMLDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.02+0.00-0.06
377.down arrow 373.up arrow 378.DydraRDF0.02+0.000.00
378.down arrow 374.up arrow 379.SmallSQLRelational0.02+0.000.00
379.down arrow 375.up arrow 380.SparkleDBRDF0.020.000.00
380.down arrow 378.down arrow 371.gStoreMulti-model infoGraph DBMS
RDF store		0.01+0.00-0.02
381.down arrow 376.381.AcebaseDocument0.01+0.000.00
382.down arrow 377.382.Resin CacheKey-value0.01+0.000.00
383.down arrow 380.up arrow 385.SWC-DBWide column, Multi-model infoWide column store
Time Series DBMS		0.01+0.000.00
384.down arrow 381.up arrow 387.EloqueraObject oriented0.01+0.000.00
385.up arrow 386.up arrow 394.ActorDBRelational0.00+0.00+0.00
386.down arrow 382.down arrow 365.OushuDBRelational0.00+0.00-0.03
387.down arrow 383.up arrow 391.SiaqodbObject oriented0.00+0.00+0.00
388.down arrow 385.up arrow 393.SwayDBKey-value0.00+0.00+0.00
389.down arrow 386.down arrow 353.AntDBRelational0.00±0.00-0.07
389.down arrow 386.up arrow 394.BergDBKey-value0.00±0.00±0.00
389.down arrow 386.up arrow 394.BrightstarDBRDF0.00±0.00±0.00
389.down arrow 386.up arrow 394.Cachelot.ioKey-value0.00±0.00±0.00
389.down arrow 386.up arrow 394.CortexDBMulti-model infoDocument store
Key-value store		0.00±0.00±0.00
389.down arrow 386.up arrow 394.CovenantSQLRelational0.00±0.00±0.00
389.down arrow 386.up arrow 394.DaggerDBRelational0.00±0.00±0.00
389.down arrow 386.up arrow 394.DataFSObject oriented, Multi-model infoObject oriented DBMS
Graph DBMS		0.00±0.00±0.00
389.down arrow 386.Diana DBNoSQL0.00±0.00
389.down arrow 386.up arrow 394.Edge IntelligenceRelational0.00±0.00±0.00
389.down arrow 386.up arrow 394.EdgelessDBRelational0.00±0.00±0.00
389.down arrow 386.up arrow 394.GalaxybaseGraph0.00±0.00±0.00
389.down arrow 386.down arrow 367.H2GISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00-0.04
389.down arrow 386.up arrow 394.HeliumKey-value0.00±0.00±0.00
389.down arrow 386.up arrow 394.HGraphDBGraph0.00±0.00±0.00
389.down arrow 386.up arrow 394.HyperLevelDBKey-value0.00±0.00±0.00
389.down arrow 386.up arrow 394.iBoxDBDocument0.00±0.00±0.00
389.down arrow 386.up arrow 394.InfinityDBKey-value0.00±0.00±0.00
389.down arrow 386.down arrow 358.JaguarDBMulti-model infoKey-value store
Vector DBMS		0.00±0.00-0.06
389.down arrow 386.up arrow 394.JasDBDocument0.00±0.00±0.00
389.down arrow 386.up arrow 394.K-DBRelational0.00±0.00±0.00
389.down arrow 386.up arrow 394.NewtsTime Series0.00±0.00±0.00
389.down arrow 386.up arrow 394.NSDbTime Series0.00±0.00±0.00
389.down arrow 386.down arrow 366.openGeminiTime Series0.00±0.00-0.04
389.down arrow 386.up arrow 390.OpenTenBaseRelational0.00±0.000.00
389.down arrow 386.RayforceDBColumnar0.00±0.00
389.down arrow 386.down arrow 354.ReductStoreTime Series0.00±0.00-0.07
389.down arrow 386.up arrow 394.RizhiyiSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.00±0.00±0.00
389.down arrow 386.up arrow 394.searchxmlMulti-model infoNative XML DBMS
Search engine		0.00±0.00±0.00
389.down arrow 386.up arrow 394.SkytableKey-value0.00±0.00±0.00
389.down arrow 386.up arrow 394.SpaceTimeSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
389.down arrow 386.down arrow 374.SvectorDBVector0.00±0.00-0.02
389.down arrow 379.down arrow 375.TerarkDBKey-value0.00-0.01-0.02
389.down arrow 386.down arrow 360.TigrisMulti-model infoDocument store
Key-value store
Search engine
Time Series DBMS		0.00±0.00-0.05
389.down arrow 386.down arrow 388.TkrzwKey-value0.00±0.00-0.01
389.down arrow 386.up arrow 394.TomP2PKey-value0.00±0.00±0.00
389.down arrow 386.down arrow 363.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS
Search engine		0.00±0.00-0.04
389.down arrow 386.down arrow 383.Transwarp HippoVector0.00±0.00-0.01
389.down arrow 386.up arrow 394.Transwarp KunDBRelational0.00±0.00±0.00
389.down arrow 386.down arrow 376.Transwarp StellarDBGraph0.00±0.00-0.02
389.down arrow 386.up arrow 394.UpscaledbKey-value0.00±0.00±0.00
389.down arrow 386.up arrow 394.WhiteDBDocument0.00±0.00±0.00

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11-12 March 2026


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